Package: fabPrediction 1.0.4
Elizabeth Bersson
fabPrediction: Compute FAB (Frequentist and Bayes) Conformal Prediction Intervals
Computes and plots prediction intervals for numerical data or prediction sets for categorical data using prior information. Empirical Bayes procedures to estimate the prior information from multi-group data are included. See, e.g.,Bersson and Hoff (2022) <arxiv:2204.08122> "Optimal Conformal Prediction for Small Areas".
Authors:
fabPrediction_1.0.4.tar.gz
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fabPrediction_1.0.4.tgz(r-4.4-any)fabPrediction_1.0.4.tgz(r-4.3-any)
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fabPrediction.pdf |fabPrediction.html✨
fabPrediction/json (API)
NEWS
| # Install 'fabPrediction' in R: |
| install.packages('fabPrediction', repos = c('https://betsybersson.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/betsybersson/fabprediction/issues
Last updated 8 months agofrom:31cbcd68f3. Checks:OK: 1 NOTE: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 22 2024 |
| R-4.5-win | NOTE | Nov 22 2024 |
| R-4.5-linux | NOTE | Nov 22 2024 |
| R-4.4-win | NOTE | Nov 22 2024 |
| R-4.4-mac | NOTE | Nov 22 2024 |
| R-4.3-win | NOTE | Nov 22 2024 |
| R-4.3-mac | NOTE | Nov 22 2024 |
Exports:bayesMultinomialPredictionbayesNormalPredictiondtaPredictioneyefabCategoricalPredictionfabContinuousPredictionfayHerriotEBinitMoMnormalPredictionpluginValuespolyaGradientpolyaHessianpolyaMLEpredictionIntervalpredictionSetrdirichletrow_standardize
Dependencies:bootlatticelme4MASSMatrixminqanlmenloptrRcppRcppEigensae
